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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3031–3040 of 14763 papers

Title	Date	Tasks	Status	Hype
Dual Path Learning for Domain Adaptation of Semantic Segmentation	Aug 13, 2021	Domain AdaptationImage-to-Image Translation	CodeCode Available	1
Local Patch Network with Global Attention for Infrared Small Target Detection	Aug 13, 2021	Deep LearningSemantic Segmentation	CodeCode Available	1
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds	Aug 13, 2021	ClassificationGeneralized Zero-Shot Learning	CodeCode Available	1
PVT: Point-Voxel Transformer for Point Cloud Learning	Aug 13, 2021	3D Object Detection3D Part Segmentation	CodeCode Available	1
Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks	Aug 13, 2021	Autonomous Drivingobject-detection	CodeCode Available	1
Memory-based Semantic Segmentation for Off-road Unstructured Natural Environments	Aug 12, 2021	Autonomous DrivingSegmentation	CodeCode Available	1
Zero-Shot Day-Night Domain Adaptation with a Physics Prior	Aug 11, 2021	Domain AdaptationImage Retrieval	CodeCode Available	1
Learning Deep Multimodal Feature Representation with Asymmetric Multi-layer Fusion	Aug 11, 2021	Representation LearningSemantic Segmentation	CodeCode Available	1
A Real-Time Online Learning Framework for Joint 3D Reconstruction and Semantic Segmentation of Indoor Scenes	Aug 11, 2021	3D ReconstructionSemantic Segmentation	CodeCode Available	1
Deep Metric Learning for Open World Semantic Segmentation	Aug 10, 2021	Autonomous DrivingFew-Shot Learning	CodeCode Available	1

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All datasets ADE20K NYU-Depth V2 Cityscapes test Cityscapes val ADE20K val PASCAL Context S3DIS Area5 PASCAL VOC 2012 test S3DIS ScanNet SUN-RGBD DensePASS

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	InternImage-H (M3I Pre-training)	Params (M)	1,310	—	Unverified
2	ViT-P (InternImage-H)	Validation mIoU	63.6	—	Unverified
3	ONE-PEACE	Validation mIoU	63	—	Unverified
4	M3I Pre-training (InternImage-H)	Validation mIoU	62.9	—	Unverified
5	InternImage-H	Validation mIoU	62.9	—	Unverified
6	BEiT-3	Validation mIoU	62.8	—	Unverified
7	EVA	Validation mIoU	62.3	—	Unverified
8	ViT-P (OneFormer, InternImage-H)	Validation mIoU	61.6	—	Unverified
9	ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)	Validation mIoU	61.5	—	Unverified
10	FD-SwinV2-G	Validation mIoU	61.4	—	Unverified